Which games are supported by this MCP?

This MCP provides data for Valorant, League of Legends, CS2, Apex Legends, and Dota 2.

How accurate is the ranking data?

The data is patch-specific. You can use the metadata capability to check which game version the metrics are based on.

Can I use this with Claude or Cursor?

Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.

What does a percentile tell me?

It tells you the percentage of the player base that you have surpassed or that is ranked higher than you.

Do I need to host this myself?

No, Vinkius hosts and manages the MCP for you. You just connect your client and start using it.

How accurate is the percentile data?

The data is based on official distribution tables for each game. However, since player populations shift with every patch, always check get_game_metadata to ensure you are looking at the correct version.

Can I see which games are supported?

Yes, you can use the list_supported_ranks capability to get a complete list of all currently supported games and their respective rank hierarchies.

How do I know how much progress I need for the next rank?

Use the calculate_next_rank_gap capability. It will tell you exactly what percentage of the player base you need to surpass to reach your target tier.

An astronaut overseeing a futuristic data hub

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Connect Rank Percentile Calculator to ChatGPT and Claude

Set it up once and it works in ChatGPT, Claude, Cursor, and any other client you love. It all runs safely in the background, so you can relax and focus on what really matters. See exactly where you stand in the competitive player base.

Ask AI about this Connector

Developed, maintained, and hosted by Vinkius.

MCP VERIFIED · PRODUCTION READY · VINKIUS GUARANTEED

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Works with modern AI clients that support MCP, including ChatGPT, Claude, Cursor, and more.

Your AI does the work. We keep it safe and sound.

No other AI tool gives you this. Your workflow runs in the client you already love, your account stays protected, and you decide what the agent can and cannot do. It is the whole reason to make the switch.

Each Connector lives inside our infrastructure, the same place where your workflow runs. The three things below are already part of it, working quietly in the background so you never have to think about them. Nothing to add, nothing to set up, nothing to worry about.

V8 Isolate01

Each Connector runs inside its own sealed environment.

Each Connector runs inside its own sealed V8 runtime — no access to your files, your system, or other servers. A Connector never sees past its own request.

Kill Switch02

One switch stops every agent. Instantly.

One action deactivates every Connector, revokes every token, and ends every session at once. AI Governance keeps the record.

FinOps per User03

Spending limits that pause instead of surprise.

Every user keeps their own connections and credentials, isolated from everyone else. Anything that would cross your spending limit is held for your approval, not billed.

Three controls, built into the layer your AI connects through.

Curated set · 4 capabilities

We ship only the actions that matter.

Capability set01 / 01

01-04

4 capabilities in this set.

Part of 4 available through Rank Percentile Calculator.

01
Get game metadata
This capability checks the freshness of the ranking data. Use it to see if the current metrics reflect the latest game patch.
02
Get rank percentile
This capability calculates your standing. It tells you the exact percentage of players currently at your rank or higher.
03
List supported ranks
This capability shows you the available data. It lists all the specific games and ranks you can query.
04
Calculate next rank gap
This capability measures your progress. It determines how much of the player base you need to overtake to reach your next tier.

Real work

What teams actually run

Goal Setting

Ask your agent how much of the player base you need to beat to reach a specific rank.

Skill Benchmarking

Determine if your current rank puts you in the top 1% or top 10% of players.

Patch Verification

Confirm that the ranking data you are looking at is current for the latest game update.

Competitive Analysis

Compare the difficulty of climbing ranks across different games like CS2 and Valorant.

One connector, every AI

Rank Percentile Calculator works with the most popular AI clients.

These are the most popular clients, each with a step-by-step guide: one link, set up once, with governance and visibility built in. And because everything runs on the MCP standard, the same connection also works in any other compatible client — nothing to rebuild.

Building your own app? The connector is yours to use.

You don't need a client to put Rank Percentile Calculator to work: the same hosted connection plugs into your own applications and agent code, with the same governance on every request. Build with it, chat with it — one connection for both.

Observed, not estimated

684ms average. Fast in production.

Rank Percentile Calculator is checked daily against the live service.

Daily averagePeak 856ms

Oct 3Today

Fastest day: 561ms
Slowest day: 856ms
14-day trend: Stable-2%

Connect your client

One URL. Every client.

Activate the Connector, copy your link, and paste it into the client you already use. 4 capabilities arrive ready to run.

Preview access · not provider authentication

The vk_preview_* token belongs to Vinkius preview infrastructure. It lets Claude discover and display the capabilities of Rank Percentile Calculator, so you can see the experience inside your AI.

It does not authenticate your account with Rank Percentile Calculator. Actions requiring credentials or live account data may not run until you activate the Connector and authorize the service.

Rank Percentile Calculator Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_BV6WQD5H80iIbbM6C4Px7krp1mtGSJvv7uFn2P6T/mcp

Claude Desktop

Follow the steps below to connect in seconds.

1In Claude Desktop, open Settings → Connectors.
2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
3Click Add and start a new chat — Rank Percentile Calculator capabilities are ready to use.

Configuration · claude_desktop_config.jsonCopy

{
  "mcpServers": {
    "rank-percentile-calculator-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_BV6WQD5H80iIbbM6C4Px7krp1mtGSJvv7uFn2P6T/mcp"
    }
  }
}

Claude
ChatGPT
Cursor
VS Code
Windsurf
Claude Code
JetBrains
Cline

Step-by-step instructions for each client are in the guide. How to connect

Guided setup for Claude? Set up Rank Percentile Calculator in Claude and other AIs

See all the AI clients this connector works with ↑

Who it's for

Built for the work Rank Percentile Calculator owners hand off.

Competitive gamers and esports enthusiasts who want data-driven insights into their skill progression.

01
Competitive Gamers
Use the AI to track exactly how much closer you are to your goal rank.
02
Esports Analysts
Hand off data retrieval to your agent to get quick distribution stats for various titles.
03
Content Creators
Get precise player base metrics to use in gaming videos or streams.

FAQ

Questions Rank Percentile Calculator owners ask.

01
Which games are supported by this MCP?
This MCP provides data for Valorant, League of Legends, CS2, Apex Legends, and Dota 2.
02
How accurate is the ranking data?
The data is patch-specific. You can use the metadata capability to check which game version the metrics are based on.
03
Can I use this with Claude or Cursor?
Yes, you can connect this MCP to any MCP-compatible client like Claude, Cursor, or Windsurf.
04
What does a percentile tell me?
It tells you the percentage of the player base that you have surpassed or that is ranked higher than you.
05
Do I need to host this myself?
No, Vinkius hosts and manages the MCP for you. You just connect your client and start using it.
06
How accurate is the percentile data?
The data is based on official distribution tables for each game. However, since player populations shift with every patch, always check get_game_metadata to ensure you are looking at the correct version.
07
Can I see which games are supported?
Yes, you can use the list_supported_ranks capability to get a complete list of all currently supported games and their respective rank hierarchies.
08
How do I know how much progress I need for the next rank?
Use the calculate_next_rank_gap capability. It will tell you exactly what percentage of the player base you need to surpass to reach your target tier.

Explore

More in Utilities

Connect Rank Percentile Calculator to Claude, Cursor, ChatGPT & more

Your AI does the work. We keep it safe and sound.

Each Connector runs inside its own sealed environment.

One switch stops every agent. Instantly.

Spending limits that pause instead of surprise.

We ship only the actions that matter.

01-04

Get game metadata

Get rank percentile

List supported ranks

Calculate next rank gap

What teams actually run

Goal Setting

Skill Benchmarking

Patch Verification

Competitive Analysis

Building your own app? The connector is yours to use.

Rank Percentile Calculator Connector

Claude Desktop

Competitive Gamers

Esports Analysts

Content Creators

Which games are supported by this MCP?

How accurate is the ranking data?

Can I use this with Claude or Cursor?

What does a percentile tell me?

Do I need to host this myself?

How accurate is the percentile data?

Can I see which games are supported?

How do I know how much progress I need for the next rank?

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